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J. Pers. Med., Volume 15, Issue 11 (November 2025) – 2 articles

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23 pages, 725 KB  
Review
Digital Twins in Personalized Medicine: Bridging Innovation and Clinical Reality
by Abigail Silva and Nuno Vale
J. Pers. Med. 2025, 15(11), 503; https://doi.org/10.3390/jpm15110503 - 22 Oct 2025
Abstract
Digital Twins (DTs) are poised to transform personalized medicine by enabling real-time, multiscale simulations of individual patients. By integrating genomics, imaging, wearable sensor data, and clinical records, DTs offer a powerful platform for predictive, adaptive, and patient-centered decision-making. Recent advances have highlighted their [...] Read more.
Digital Twins (DTs) are poised to transform personalized medicine by enabling real-time, multiscale simulations of individual patients. By integrating genomics, imaging, wearable sensor data, and clinical records, DTs offer a powerful platform for predictive, adaptive, and patient-centered decision-making. Recent advances have highlighted their potential across a range of clinical domains, including cardiology, oncology, pharmacogenomics, and neurology. Yet, their routine application in clinical practice remains limited, underscoring a growing translational gap between digital innovation and healthcare delivery. In this review, we explore the scientific maturity and emerging clinical use cases of DTs, while critically analyzing the systemic, regulatory, ethical, and infrastructural barriers that hinder their widespread adoption. We outline a translational roadmap that emphasizes dynamic model validation, clinician co-development, equitable data representation, and regulatory harmonization. Uniquely, we reframe DTs as cognitive tools for clinical reasoning and decision support. We further clarify translational pathways through explicit evaluation and reporting recommendations. By positioning DTs within this practical framework, we outline how responsible, inclusive, and interdisciplinary implementation can establish them as foundational elements of 21st century precision medicine. Full article
(This article belongs to the Section Diagnostics in Personalized Medicine)
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18 pages, 427 KB  
Article
Patient Life Engagement and Metabolic Profile Improve After Switching from First-/Second-Generation Antipsychotics to Brexpiprazole: A Real-World Study in Patients with Schizophrenia
by Marco Di Nicola, Maria Pepe, Miriam Milintenda, Marco Massetti, Lorenzo Moccia, Isabella Panaccione and Gabriele Sani
J. Pers. Med. 2025, 15(11), 502; https://doi.org/10.3390/jpm15110502 (registering DOI) - 22 Oct 2025
Abstract
Background: Schizophrenia is a chronic disorder requiring long-term pharmacological treatment. Many patients experience inadequate response and adverse effects, often leading to poor adherence and need for antipsychotic switch or polypharmacotherapy. In this context, brexpiprazole, an atypical antipsychotic with favorable tolerability profile, may offer [...] Read more.
Background: Schizophrenia is a chronic disorder requiring long-term pharmacological treatment. Many patients experience inadequate response and adverse effects, often leading to poor adherence and need for antipsychotic switch or polypharmacotherapy. In this context, brexpiprazole, an atypical antipsychotic with favorable tolerability profile, may offer clinical benefits following previous treatment failure or intolerance. However, real-world evidence after treatment switch remains limited. Methods: This retrospective, observational study included 50 outpatients with schizophrenia switched to brexpiprazole (2–4 mg/day) via cross-titration and evaluated over 12 weeks. Primary outcomes were changes in Patient Life Engagement, assessed through a 14-item subset of the Positive and Negative Syndrome Scale (PANSS), along with response/remission rates. Secondary outcomes included changes in subjective well-being, quality of life, sexual functioning (based on Subjective Well-being under Neuroleptics—Short Form [SWN-S], WHO-5 Well-Being Index [WHO-5], and Arizona Sexual Experience Scale [ASEX] scores, respectively), metabolic parameters, and prolactin levels. Results: Life engagement improved significantly (p < 0.001) across all domains, and clinical response was achieved in 40% of patients. Significant improvements were observed in SWN-S and WHO-5 scores (both p < 0.001). Weight and BMI significantly decreased (–2.64 kg, p = 0.013, and –0.91 kg/m2, p = 0.006, respectively). Numerical non-significant reductions were found in ASEX (p = 0.067) and prolactin levels (–30.7 ng/mL, p = 0.077). Overall, treatment was well-tolerated. Conclusions: Switching to brexpiprazole was associated with improvements in psychopathological, functional, and physical health domains. These findings support its potential role in real-world, personalized therapeutic strategies for patients with schizophrenia following suboptimal outcomes with prior antipsychotic treatments. Full article
(This article belongs to the Special Issue Personalized Medicine in Psychiatry: Challenges and Opportunities)
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